STAT637 SPATIAL DATA ANALYSIS
| Course Code: |
2460637 |
| METU Credit (Theoretical-Laboratory hours/week): |
3(3-0) |
| ECTS Credit: |
8.0 |
| Department: |
Statistics |
| Language of Instruction: |
English |
| Level of Study: |
Graduate |
| Course Coordinator: |
|
| Offered Semester: |
Fall and Spring Semesters. |
Course Content
Modeling data with spatial structure. geostatistical data. random fields; variograms. covariance. stationarity. kriging. areal data. spatial regression. SAR. CAR. QAR. MA models. Geary/Moran indices. point patterns. G. F. K. L functions. complete spatial randomness; homogeneous/inhomogeneous processes. marked point processes. spatio-temporal modeling. visualization of spatial data. The programming language R and a few packages for analyzing spatial data will also be introduced.
